Author

Hang Hua

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Preprint Sep 2026

Honeycomb: Constant-Size Scene Memory Representation for Video World Models

Video world models require persistent scene memory to maintain consistency during long-horizon video generation. Existing spatial memories accumulate RGB observations or latent features, increasing storage requirements as generation proceeds. We introduce Honeycomb, a video world model built on HexMemory, our proposed...

J. Shi, Kai-Chen Zhou, Haoyu Chen et al. · 0 citations

Preprint Aug 2026

VideoArgus: Agentic Rubric-Grounded Unified Evaluation for Video Generation and Editing

Evaluating generated videos remains challenging because existing benchmarks rely on fixed evaluation content, cover only a subset of generation and editing settings, and provide limited evidence for their scores. We introduce VideoArgus, a unified rubric-grounded framework covering five video generation and editing set...

Ziyun Zeng, Zi-Xuan Wang, Yongsheng Yu et al. · 3 citations